davidmezzetti commited on
Commit
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Files changed (5) hide show
  1. .gitattributes +2 -0
  2. README.md +23 -0
  3. config.json +8 -0
  4. model.safetensors +3 -0
  5. vocab.json +3 -0
.gitattributes CHANGED
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
 
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ model.sqlite filter=lfs diff=lfs merge=lfs -text
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+ vocab.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
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+ ---
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+ tags:
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+ - sentence-similarity
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+ inference: false
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+ license: pddl
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+ language: en
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+ library_name: staticvectors
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+ ---
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+
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+ # GloVe 2024 Dolma StaticVectors model
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+
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+ This model is an export of the new [GloVe 2024 Dolma Vectors](https://nlp.stanford.edu/projects/glove/) (_300d_) for [`staticvectors`](https://github.com/neuml/staticvectors). `staticvectors` enables running inference in Python with NumPy. This helps it maintain solid runtime performance.
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+
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+ _This model is a quantized version of the base model. It's using 10x256 Product Quantization._
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+
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+ ## Usage with StaticVectors
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+
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+ ```python
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+ from staticvectors import StaticVectors
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+
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+ model = StaticVectors("neuml/glove-2024-dolma-quantized")
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+ model.embeddings(["word"])
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+ ```
config.json ADDED
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+ {
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+ "model_type": "staticvectors",
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+ "storage": "safetensors",
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+ "format": "text",
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+ "source": "dolma_300_2024_1.2M.100_combined.txt",
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+ "total": 1200000,
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+ "dim": 300
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+ }
model.safetensors ADDED
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+ size 12307450
vocab.json ADDED
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